3#if _MSC_VER >= 1900 && defined(_M_X64)
5#include "ComputationalGraphAugmentationBase.h"
14 class CInternalAugmentationForClassifier;
17 class FL_EXPORT CComputationalGraphAugmentationForClassifier :
public CComputationalGraphAugmentationBase<T>
20 CComputationalGraphAugmentationForClassifier();
21 CComputationalGraphAugmentationForClassifier(
const CComputationalGraphAugmentationForClassifier<T>& cg);
25 CComputationalGraphAugmentationForClassifier(
const CComputationalBase<T>& cbOperand,
const CAugmentationParameters& apParams,
const Base::CFLArray<Base::CFLArray<int32_t>>& flaClassNum,
const Base::CFLArray<Base::CFLBase*>& flaAugmnetaitonParams);
26 CComputationalGraphAugmentationForClassifier(
const CComputationalBase<T>& cbOperand,
const CAugmentationParameters* pApParams,
const Base::CFLArray<Base::CFLArray<int32_t>>* pFlaClassNum,
const Base::CFLArray<Base::CFLBase*>* pFlaAugmentationParams);
27 CComputationalGraphAugmentationForClassifier(
const CComputationalBase<T>& cbOperand);
29 virtual ~CComputationalGraphAugmentationForClassifier();
31 virtual const CResult SetIndividualClassesAugmentationParameters(
const Base::CFLArray<Base::CFLArray<int32_t>>& flaClassNum,
const Base::CFLArray<Base::CFLBase*>& flaAugmnetaiton);
32 virtual const CResult GetIndividualClassesAugmentationParameters(Base::CFLArray<Base::CFLArray<int32_t>>& flaClassNum, Base::CFLArray<Base::CFLBase*>& flaAugmnetaitonParams)
const;
33 virtual const CResult GetIndividualClassesAugmentationParameters(std::vector<std::vector<int32_t>>& vctClassNum, std::vector<CAugmentationParameters>& vctAp)
const;
35 virtual CComputationalBase<T>* Clone()
const override;
37 DeclareGetClassType();
38 SupportToDuplicateObjectWithoutCreateNewObject(CComputationalGraphAugmentationForClassifier, *
this);
42 DeclareGetSignletonObject(CComputationalGraphAugmentationForClassifier);
44 Base::CFLArray<Base::CFLArray<int32_t>> m_flaIndividualClassesAugmentationClassNum;
45 Base::CFLArray<Base::CFLBase*> m_flaIndividualClassesAugmentationParams;
48 std::map<int32_t, CAugmentationParameters>& m_mapAugParam;
49 std::vector<int32_t>& m_vctIndividualClassesAugmentationClassNum;
50 std::vector<CAugmentationParameters>& m_vctIndividualClassesAugmentationParams;
53 template <
typename T>
friend class CInternalAugmentationForClassifier;
56 #define CCGFAugmentationCF(...) (*(new CComputationalGraphAugmentationForClassifier<float>(__VA_ARGS__)))
57 #define CCGDAugmentationCF(...) (*(new CComputationalGraphAugmentationForClassifier<double>(__VA_ARGS__)))
59 #define CCGTAugmentationCF(T, ...) (*(new CComputationalGraphAugmentationForClassifier<T>(__VA_ARGS__)))
증강 파라미터 클래스 이미지를 변형하여 학습이미지에 다양성을 증가시켜 overfitting을 방지하고, 일반화된 특성을 학습할 수 있도록 합니다....
Definition AugmentationParameters.h:67
Definition AlgorithmAIBase.h:16